Data on agronomic traits of maturity, plant height, grain yield, resistance/tolerance to biotic (insects and disease) and abiotic (drought) stress and plant aspect score collected for 36 experimental red hybrids, a hybrid and an OPV check evaluated at Erer (Eastern Hararghe, Ethiopia) in 2014